Introduction

Provide some major types of object detection results by Detectron2 for any picture .

Requirements

  • For the server machine where this web application is deployed, RAM 8 GB or more required.

Installation

Available now; just prepare a picture to be used for the object detection.

Usage

  1. Visit the main site.

  2. Specify the .png file to be obj. detected.

  3. Click ‘Download .png’ button to download a set of result pictures, which will take a couple of minutes.



Baseline models used

For details, refer to the official documentation.

Name Model Link
InstanceSegmentation Mask R-CNN: R50-FPN(3x)
[137849600]
model_final_f10217.pkl
PanopticSegmentation Panoptic FPN: R50-FPN(3x)
[139514569]
model_final_c10459.pkl
Keypoints Keypoint R-CNN: R101-FPN(3x)
[138363331]
model_final_997cc7.pkl
Detection Faster R-CNN: R50-FPN(3x)
[137849458]
model_final_280758.pkl